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08/23/2022
Cardinality-Regularized Hawkes-Granger Model
We propose a new sparse Granger-causal learning framework for temporal e...
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02/25/2022
Directed Graph Auto-Encoders
We introduce a new class of auto-encoders for directed graphs, motivated...
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10/13/2020
Projection techniques to update the truncated SVD of evolving matrices
This paper considers the problem of updating the rank-k truncated Singul...
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09/21/2018
Low rank methods for multiple network alignment
Multiple network alignment is the problem of identifying similar and rel...
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06/01/2018
Run Procrustes, Run! On the convergence of accelerated Procrustes Flow
In this work, we present theoretical results on the convergence of non-c...
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01/11/2018
